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Yuga Iguchi

10 papers hereh-index 569 citations17 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author10

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • math.NA4
  • math.ST3
  • math.PR1
  • stat.ME1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedParameter Inference for Degenerate Diffusion Processes

5 citations · 7 across the 9 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2026

Diffusion Models for High-Dimensional Clustered Data: Intrinsic-Dimension Adaptivity via Bayesian Classification

Yuga Iguchi, Paul Fearnhead

The empirical success of diffusion models in generative modelling has motivated theoretical work, including quantitative error bounds and qualitative analyses that characterise the…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.